AI for Medical and Dental Practices
AI for Medical and Dental Practices
The phone answered and the recurring paperwork read into the practice system, so the front desk belongs to the patient in front of it.
What this is for a practice
A practice runs on paperwork produced somewhere else. Referrals arriving by fax and portal, insurance remittances, intake forms, lab slips, and a phone that rings all day about booking. The front desk absorbs all of it while patients stand at the counter.
The work here answers the calls the front desk cannot get to and reads the recurring documents into the practice management system. It runs in a Microsoft or AWS account the practice owns, with every request logged against a named user.
Which services carry Microsoft's HIPAA Business Associate Agreement is confirmed against the current product terms before anything touching patient information is designed. That check happens first. A good deal of this work does not need it at all, and that part can start immediately.
What you get
What gets built
The front desk first, because that is where the volume is.
The phone answered, and booked
Calls answered at the times the front desk cannot reach them — evenings, weekends and while every line is busy — written into the same diary the practice already uses, with a person one step away at any point.
Rescheduling and recall calls
The highest-volume and most repetitive call a practice takes, handled without the desk stopping for it. Your rules on notice, slot length and which slots are protected are what it follows.
An answer desk over your own procedures
Staff ask what the policy is — cancellation, sterilisation, which plans are in network — and get an answer naming the document. Built over practice material rather than patient records.
Referrals and inbound faxes into the system
Incoming referral paperwork read into structured fields and filed against the right record, with a person approving every one.
Remittances and benefit statements
Payment documents read into fields for posting, with the exceptions queued instead of the whole batch keyed.
Intake forms into the record
Paper and PDF intake read into the practice system so the desk is checking a screen rather than typing a form while somebody waits.
Practice administration
The non-clinical document work — supplier invoices, lab bills, equipment paperwork — read into the accounting system with a person approving each batch. None of it touches a patient record, which is why it is usually the first thing built.
Recall and schedule-gap reporting
Who is due, which slots are unfilled and what has not been actioned, assembled and distributed on schedule. An empty chair tomorrow is worth knowing about today.
How it works
How the work runs
Settle the data question first
Which services are in scope under the agreements the practice already holds, and which parts of the work touch patient information at all. Some of it does not, and that part can start immediately.
Pick the job with the highest volume
Usually the phone, or one recurring document. The calls missed or the documents keyed is the figure the build gets measured against, so it gets counted first.
Build narrow and measure
Run against real documents and real calls with a person checking the output, producing an accuracy figure rather than a demonstration.
Turn it on in stages
After-hours calls first, or one document type first, widening once the practice has seen how it behaves on its own patients.
What matters
What a practice settles before any of this runs
Patient information carries obligations that most software conversations skip. These are the parts the work includes.
The BAA arrives through the data protection addendum
Microsoft makes its HIPAA Business Associate Agreement available by default through the Online Services Data Protection Addendum to customers who are covered entities. There is no form to file, and Microsoft does not sign a practice's own version.
Service scope gets confirmed in the product terms
The in-scope list names platforms rather than enumerating every individual service, so coverage for the exact components a design uses is read out of the current product terms before it is built.
Minimum necessary is an identity setting
An assistant returns what the person asking is entitled to see, so staff access to records and folders is reviewed and corrected before anything is indexed. Access that accumulated over years is usually broader than anybody intends.
The compliance program stays the practice's
Microsoft supplies in-scope services and assessment tooling; the access control, risk assessment and monitoring remain the practice's own. Those controls are what the build configures and documents, so there is something to show an auditor.
Accuracy is measured against known answers
A set of documents whose correct values are recorded gets built first, so a change to extraction can be shown to have improved it rather than assumed to have.
Model versions expire
Deployed models carry published retirement dates and the vendor sets the migration schedule. Anything built against a pinned version has a migration date from the day it ships.
Who it is for
Who this is for
Dental practices and groups
High booking volume, heavy front-desk phone traffic and a steady flow of insurance paperwork arriving from every carrier.
Medical practices and specialists
Referrals arriving by fax and portal, and intake that has to be keyed before an appointment is useful.
Multi-site practices
Where the same question gets a different answer depending on which desk you ask, and the phone rolls between locations.
Practices already on Microsoft 365
The agreements, the identity system and much of the licensing are usually in place already, including the addendum the BAA arrives through.
Questions
Frequently asked questions
How does this work with HIPAA?
Microsoft makes its Business Associate Agreement available by default through the Online Services Data Protection Addendum to covered entities, and there is no certification standard for HIPAA that any product can hold. The practice keeps its own compliance program, and the build configures and documents the access control, logging and retention it relies on.
Does patient data get used to train the model?
No. The model reads a document at the moment it is processed and does not learn from it. On Azure, prompts and completions are not used to train foundation models without your instruction, and stored content can be deleted at any time.
Where does it run?
In a Microsoft or AWS account the practice owns. CloudCentric builds and administers it; the subscription, the agreements and the records stay in the practice's name.
Can it answer the phone for us?
Yes — booking, rescheduling, the standard questions, and a message when it is asked something outside what it has been given. A transfer to a person is available at any point, and every call is transcribed and logged.
Will it write into our practice management system?
The write-back is built against whichever system holds the schedule and the record, after a person approves each entry. Where a supported interface exists it is used; where one does not, approved records are delivered in the format the system imports.
What can we start with that does not touch patient records?
The front-desk phone, an answer desk over practice procedures, supplier invoices and recall reporting. That work can begin while the scope questions on clinical material are settled.
Also on this site
Start with the front desk
The calls that go unanswered and the paperwork keyed twice are usually the place to begin.
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